A pareto-efficient algorithm for multiple objective optimization in e-commerce recommendation.
Xiao LinHongjie ChenChanghua PeiFei SunXuanji XiaoHanxiao SunYongfeng ZhangWenwu OuPeng JiangPublished in: RecSys (2019)
Keyphrases
- multiple objectives
- optimization algorithm
- multi objective
- optimization process
- single pass
- optimization method
- computationally efficient
- learning algorithm
- shortest path problem
- np hard
- computational complexity
- dynamic programming
- cost function
- detection algorithm
- optimal solution
- objective function
- electronic commerce
- multi objective particle swarm optimization
- bi objective
- neural network
- evolution strategy
- optimization model
- particle swarm optimization algorithm
- knapsack problem
- preprocessing
- search space
- k means
- expectation maximization
- simulated annealing
- worst case